abhinav singhAS
Open to opportunities

abhinav singh

@abhinavsingh8

Aspiring data scientist with expertise in machine learning and AI.

India
Message

What I'm looking for

I am looking for opportunities that foster innovation and allow me to apply my skills in machine learning and data analysis while contributing to impactful projects.

I am currently pursuing a Bachelor of Technology in Computer Science and Engineering with a focus on Artificial Intelligence and Machine Learning at VIT-AP University. My academic journey has been complemented by hands-on projects and research that have honed my skills in machine learning, data analysis, and web development.

My research on benchmarking natural scene images under degraded conditions aims to enhance visibility in challenging environments, contributing to advancements in computer vision. Additionally, I hold a utility patent for an Enhanced ATM Security Framework that integrates facial recognition and machine learning to bolster security measures. I am passionate about applying my knowledge to real-world problems and continuously seek opportunities to learn and grow in the field.

Experience

Work history, roles, and key accomplishments

RP
Current

Benchmarking of Natural Scene Image Dataset

Research Paper

Dec 2024 - Present (7 months)

Assessing the performance of various visibility-improving methods on natural scene images degraded under real-world conditions that are challenging such as fog, haze, and low light. This research will facilitate the ongoing development of more reliable image enhancement models for real-world challenges in autonomous systems and computer vision.

UP
Current

Enhanced ATM Security Framework

Utility Patent

Aug 2024 - Present (11 months)

Developing a robust security system for preventing unauthorized access to ATMs, leveraging machine learning algorithms to recognize suspicious behavior patterns. The system integrates age detection for minors and facial recognition for user identity verification, covering data collection, model training, and real-time authentication.

VIT-AP University logoVU
Current

B.Tech - Computer Science and Engineering

VIT-AP University

Aug 2021 - Present (3 years 11 months)

Currently pursuing a Bachelor of Technology in Computer Science and Engineering with a specialization in Artificial Intelligence and Machine Learning. This program focuses on advanced topics in AI and ML, preparing for careers in cutting-edge technology.

FP

Fraudulent-URL Detection System

Fraudulent-URL Project

Oct 2024 - Dec 2024 (2 months)

Developed a machine learning model to identify fraudulent URLs by training it on a dataset of malicious and legitimate URLs. Created a user-friendly website for real-time URL verification, enhancing online safety through immediate fraud detection and awareness.

IT

Tournament Organizer & Participant

Inter Hostel Tournament

Aug 2023 - Aug 2023 (0 months)

Organized and oversaw the Carrom Board Tournament for the Sports Club, hosting players from six hostels and ensuring smooth execution. Actively participated in the tournament, securing the runner-up position.

British Airways logoBA

Data Science Job Simulation

British Airways

Jan 2024 - Present (1 year 6 months)

Analyzed customer sentiment and predicted holiday bookings for British Airways, utilizing NLP tools like NLTK and TextBlob to scrape and analyze reviews. Employed a Random Forest model, optimized with GridSearchCV, to predict seat bookings using engineered features, enhancing customer satisfaction and revenue management.

Teachnook logoTE

Web Development Certification

Teachnook

Jun 2023 - Jul 2023 (1 month)

Completed a web development course, gaining proficiency in HTML, CSS, and JavaScript to build responsive websites and add interactivity. Applied acquired skills by creating a functional web project at the end of the course.

BP

Bird Species Classification Model

Bird Species Classification Project

Aug 2022 - Oct 2022 (2 months)

Developed a bird species recognition model using EfficientNetB0, capable of classifying 525 species from diverse image datasets. This model aids in conservation efforts, wildlife monitoring, and ecological research by accurately classifying birds under varied conditions.

Education

Degrees, certifications, and relevant coursework

VIT-AP University logoVU

VIT-AP University

Bachelor of Technology, Computer Science and Engineering (Artificial Intelligence and Machine Learning)

Currently pursuing a Bachelor of Technology in Computer Science and Engineering with a specialization in Artificial Intelligence and Machine Learning. This program focuses on advanced topics in AI and ML, preparing for careers in cutting-edge technology.

VS

Vidya Sanskar School

Senior School Certificate (12th Class), General Studies

Grade: 70.6%

Completed Senior School Certificate (12th Class) with a final grade of 70.6%. This stage of education provided a strong foundation in various subjects.

TS

The Tribhuvan School

Secondary School Examination (10th Class), General Studies

Grade: 76.83%

Completed Secondary School Examination (10th Class) with a final grade of 76.83%. This foundational education covered core subjects and prepared for higher secondary studies.

Tech stack

Software and tools used professionally

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abhinav singh - Benchmarking of Natural Scene Image Dataset - Research Paper | Himalayas